Profiling Report

Dataset statistics

Number of variables	13
Number of observations	2190
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	222.6 KiB
Average record size in memory	104.1 B

Variable types

Numeric	12
Categorical	1

Alerts

`cloud` is highly overall correlated with `humidity` and 2 other fields	High correlation
`dewpoint` is highly overall correlated with `maxtemp` and 4 other fields	High correlation
`humidity` is highly overall correlated with `cloud` and 1 other fields	High correlation
`maxtemp` is highly overall correlated with `dewpoint` and 5 other fields	High correlation
`mintemp` is highly overall correlated with `dewpoint` and 4 other fields	High correlation
`pressure` is highly overall correlated with `dewpoint` and 4 other fields	High correlation
`rainfall` is highly overall correlated with `cloud` and 1 other fields	High correlation
`sunshine` is highly overall correlated with `cloud` and 4 other fields	High correlation
`temparature` is highly overall correlated with `dewpoint` and 5 other fields	High correlation
`winddirection` is highly overall correlated with `dewpoint` and 4 other fields	High correlation
`id` is uniformly distributed	Uniform
`day` is uniformly distributed	Uniform
`id` has unique values	Unique
`sunshine` has 337 (15.4%) zeros	Zeros

Reproduction

Analysis started	2025-03-17 00:58:33.979485
Analysis finished	2025-03-17 00:59:06.283344
Duration	32.3 seconds
Software version	ydata-profiling vv4.14.0
Download configuration	config.json

id
Real number (ℝ)

Uniform Unique

Distinct	2190
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1094.5

Minimum	0
Maximum	2189
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	109.45
Q1	547.25
median	1094.5
Q3	1641.75
95-th percentile	2079.55
Maximum	2189
Range	2189
Interquartile range (IQR)	1094.5

Descriptive statistics

Standard deviation	632.34287
Coefficient of variation (CV)	0.57774588
Kurtosis	-1.2
Mean	1094.5
Median Absolute Deviation (MAD)	547.5
Skewness	0
Sum	2396955
Variance	399857.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
1462	1	< 0.1%
1456	1	< 0.1%
1457	1	< 0.1%
1458	1	< 0.1%
1459	1	< 0.1%
1460	1	< 0.1%
1461	1	< 0.1%
1463	1	< 0.1%
1505	1	< 0.1%
Other values (2180)	2180	99.5%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
2189	1	< 0.1%
2188	1	< 0.1%
2187	1	< 0.1%
2186	1	< 0.1%
2185	1	< 0.1%
2184	1	< 0.1%
2183	1	< 0.1%
2182	1	< 0.1%
2181	1	< 0.1%
2180	1	< 0.1%

day
Real number (ℝ)

Uniform

Distinct	365
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179.9484

Minimum	1
Maximum	365
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	89
median	178.5
Q3	270
95-th percentile	346
Maximum	365
Range	364
Interquartile range (IQR)	181

Descriptive statistics

Standard deviation	105.20359
Coefficient of variation (CV)	0.58463199
Kurtosis	-1.1930053
Mean	179.9484
Median Absolute Deviation (MAD)	90.5
Skewness	0.030615044
Sum	394087
Variance	11067.796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91	7	0.3%
144	7	0.3%
267	7	0.3%
140	7	0.3%
111	7	0.3%
112	7	0.3%
236	7	0.3%
135	7	0.3%
82	7	0.3%
265	7	0.3%
Other values (355)	2120	96.8%

Value	Count	Frequency (%)
1	6	0.3%
2	6	0.3%
3	7	0.3%
4	7	0.3%
5	7	0.3%
6	7	0.3%
7	7	0.3%
8	7	0.3%
9	7	0.3%
10	6	0.3%

Value	Count	Frequency (%)
365	5	0.2%
364	5	0.2%
363	5	0.2%
362	6	0.3%
361	6	0.3%
360	6	0.3%
359	5	0.2%
358	5	0.2%
357	6	0.3%
356	6	0.3%

pressure
Real number (ℝ)

High correlation

Distinct	236
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1013.6021

Minimum	999
Maximum	1034.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	999
5-th percentile	1005.9
Q1	1008.6
median	1013
Q3	1017.775
95-th percentile	1023.3
Maximum	1034.6
Range	35.6
Interquartile range (IQR)	9.175

Descriptive statistics

Standard deviation	5.6553657
Coefficient of variation (CV)	0.0055794729
Kurtosis	-0.50299885
Mean	1013.6021
Median Absolute Deviation (MAD)	4.5
Skewness	0.2840623
Sum	2219788.7
Variance	31.983161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1008.1	64	2.9%
1008.5	48	2.2%
1008.4	48	2.2%
1016.8	46	2.1%
1008.9	42	1.9%
1013	41	1.9%
1011.4	38	1.7%
1012.5	36	1.6%
1017.1	35	1.6%
1007.9	33	1.5%
Other values (226)	1759	80.3%

Value	Count	Frequency (%)
999	5	0.2%
999.6	1	< 0.1%
1000	3	0.1%
1000.1	2	0.1%
1000.2	3	0.1%
1000.3	2	0.1%
1000.7	1	< 0.1%
1001	2	0.1%
1001.4	1	< 0.1%
1001.5	1	< 0.1%

Value	Count	Frequency (%)
1034.6	3	0.1%
1032.3	1	< 0.1%
1027.9	2	0.1%
1027.8	1	< 0.1%
1027.6	1	< 0.1%
1027.5	1	< 0.1%
1027.4	2	0.1%
1027.2	1	< 0.1%
1027.1	2	0.1%
1026.9	2	0.1%

maxtemp
Real number (ℝ)

High correlation

Distinct	219
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.365799

Minimum	10.4
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	10.4
5-th percentile	16.5
Q1	21.3
median	27.8
Q3	31.2
95-th percentile	33.3
Maximum	36
Range	25.6
Interquartile range (IQR)	9.9

Descriptive statistics

Standard deviation	5.6543304
Coefficient of variation (CV)	0.21445701
Kurtosis	-0.90704499
Mean	26.365799
Median Absolute Deviation (MAD)	4.2
Skewness	-0.49089026
Sum	57741.1
Variance	31.971452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	43	2.0%
21.3	42	1.9%
31.2	40	1.8%
32	37	1.7%
33	37	1.7%
32.8	36	1.6%
28.2	33	1.5%
33.3	32	1.5%
29.1	32	1.5%
30.6	30	1.4%
Other values (209)	1828	83.5%

Value	Count	Frequency (%)
10.4	2	0.1%
10.8	1	< 0.1%
10.9	2	0.1%
11.2	1	< 0.1%
11.3	1	< 0.1%
11.6	1	< 0.1%
12.1	1	< 0.1%
12.2	1	< 0.1%
12.5	2	0.1%
12.9	1	< 0.1%

Value	Count	Frequency (%)
36	1	< 0.1%
35.8	2	0.1%
35.6	2	0.1%
35.4	2	0.1%
35.3	3	0.1%
35.2	2	0.1%
35.1	10	0.5%
35	3	0.1%
34.8	4	0.2%
34.7	5	0.2%

temparature
Real number (ℝ)

High correlation

Distinct	198
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.953059

Minimum	7.4
Maximum	31.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	7.4
5-th percentile	15
Q1	19.3
median	25.5
Q3	28.4
95-th percentile	30.3
Maximum	31.5
Range	24.1
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	5.2224099
Coefficient of variation (CV)	0.21802684
Kurtosis	-0.83511905
Mean	23.953059
Median Absolute Deviation (MAD)	3.9
Skewness	-0.55747106
Sum	52457.2
Variance	27.273565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.1	55	2.5%
28.1	49	2.2%
30	48	2.2%
25.8	44	2.0%
25.5	38	1.7%
26.8	36	1.6%
29	34	1.6%
24.8	32	1.5%
23.1	31	1.4%
27.9	31	1.4%
Other values (188)	1792	81.8%

Value	Count	Frequency (%)
7.4	1	< 0.1%
8.3	1	< 0.1%
8.5	1	< 0.1%
8.6	1	< 0.1%
8.7	1	< 0.1%
8.9	1	< 0.1%
10.1	1	< 0.1%
10.2	1	< 0.1%
10.4	3	0.1%
11.3	2	0.1%

Value	Count	Frequency (%)
31.5	1	< 0.1%
31.4	3	0.1%
31.3	3	0.1%
31.1	3	0.1%
31	11	0.5%
30.9	2	0.1%
30.8	9	0.4%
30.7	16	0.7%
30.6	28	1.3%
30.5	4	0.2%

mintemp
Real number (ℝ)

High correlation

Distinct	199
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.170091

Minimum	4
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	4
5-th percentile	13.245
Q1	17.7
median	23.85
Q3	26.4
95-th percentile	28.2
Maximum	29.8
Range	25.8
Interquartile range (IQR)	8.7

Descriptive statistics

Standard deviation	5.0591201
Coefficient of variation (CV)	0.22819573
Kurtosis	-0.60825057
Mean	22.170091
Median Absolute Deviation (MAD)	3.45
Skewness	-0.6491786
Sum	48552.5
Variance	25.594697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.8	52	2.4%
24.8	51	2.3%
26.4	48	2.2%
28.1	42	1.9%
26.9	42	1.9%
28	42	1.9%
24.5	40	1.8%
17.2	38	1.7%
25.4	35	1.6%
26.5	34	1.6%
Other values (189)	1766	80.6%

Value	Count	Frequency (%)
4	1	< 0.1%
4.7	1	< 0.1%
7	4	0.2%
7.5	1	< 0.1%
7.7	2	0.1%
8.1	2	0.1%
8.8	1	< 0.1%
9.4	1	< 0.1%
9.6	2	0.1%
9.8	2	0.1%

Value	Count	Frequency (%)
29.8	1	< 0.1%
29.3	2	0.1%
29.2	2	0.1%
29.1	2	0.1%
29	8	0.4%
28.9	8	0.4%
28.8	7	0.3%
28.7	15	0.7%
28.6	11	0.5%
28.5	4	0.2%

dewpoint
Real number (ℝ)

High correlation

Distinct	218
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.454566

Minimum	-0.3
Maximum	26.7
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	17.2 KiB

Quantile statistics

Minimum	-0.3
5-th percentile	10.79
Q1	16.8
median	22.15
Q3	25
95-th percentile	26
Maximum	26.7
Range	27
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	5.2884062
Coefficient of variation (CV)	0.25854404
Kurtosis	0.41827814
Mean	20.454566
Median Absolute Deviation (MAD)	3.25
Skewness	-0.99788917
Sum	44795.5
Variance	27.96724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.4	70	3.2%
25.3	66	3.0%
25	56	2.6%
25.8	54	2.5%
24.3	46	2.1%
25.9	46	2.1%
23.2	44	2.0%
23.1	41	1.9%
24.8	41	1.9%
19.9	39	1.8%
Other values (208)	1687	77.0%

Value	Count	Frequency (%)
-0.3	1	< 0.1%
0.2	1	< 0.1%
1	1	< 0.1%
1.1	1	< 0.1%
1.7	1	< 0.1%
2	2	0.1%
2.2	1	< 0.1%
2.3	1	< 0.1%
2.4	1	< 0.1%
2.5	1	< 0.1%

Value	Count	Frequency (%)
26.7	9	0.4%
26.6	5	0.2%
26.5	4	0.2%
26.4	22	1.0%
26.3	25	1.1%
26.2	15	0.7%
26.1	25	1.1%
26	32	1.5%
25.9	46	2.1%
25.8	54	2.5%

humidity
Real number (ℝ)

High correlation

Distinct	49
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.03653

Minimum	39
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	39
5-th percentile	70
Q1	77
median	82
Q3	88
95-th percentile	94
Maximum	98
Range	59
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.8006535
Coefficient of variation (CV)	0.095087561
Kurtosis	1.3991383
Mean	82.03653
Median Absolute Deviation (MAD)	5
Skewness	-0.56154109
Sum	179660
Variance	60.850195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
79	192	8.8%
81	139	6.3%
75	133	6.1%
78	121	5.5%
84	119	5.4%
89	114	5.2%
82	108	4.9%
87	106	4.8%
86	102	4.7%
76	89	4.1%
Other values (39)	967	44.2%

Value	Count	Frequency (%)
39	1	< 0.1%
45	1	< 0.1%
46	2	0.1%
47	1	< 0.1%
49	1	< 0.1%
52	4	0.2%
54	1	< 0.1%
56	1	< 0.1%
58	5	0.2%
59	9	0.4%

Value	Count	Frequency (%)
98	14	0.6%
97	20	0.9%
96	20	0.9%
95	55	2.5%
94	22	1.0%
93	59	2.7%
92	66	3.0%
91	71	3.2%
90	81	3.7%
89	114	5.2%

cloud
Real number (ℝ)

High correlation

Distinct	78
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.721918

Minimum	2
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	2
5-th percentile	38
Q1	69
median	83
Q3	88
95-th percentile	95
Maximum	100
Range	98
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	18.026498
Coefficient of variation (CV)	0.23806182
Kurtosis	1.0538992
Mean	75.721918
Median Absolute Deviation (MAD)	5
Skewness	-1.3392745
Sum	165831
Variance	324.95461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	375	17.1%
84	129	5.9%
83	127	5.8%
78	95	4.3%
81	88	4.0%
85	76	3.5%
82	65	3.0%
86	59	2.7%
95	57	2.6%
89	57	2.6%
Other values (68)	1062	48.5%

Value	Count	Frequency (%)
2	1	< 0.1%
7	1	< 0.1%
11	2	0.1%
17	3	0.1%
19	12	0.5%
20	9	0.4%
21	3	0.1%
22	4	0.2%
23	3	0.1%
25	3	0.1%

Value	Count	Frequency (%)
100	37	1.7%
99	7	0.3%
97	6	0.3%
96	17	0.8%
95	57	2.6%
94	15	0.7%
93	33	1.5%
92	12	0.5%
91	42	1.9%
90	30	1.4%

sunshine
Real number (ℝ)

High correlation Zeros

Distinct	120
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7444292

Minimum	0
Maximum	12.1
Zeros	337
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4
median	2.4
Q3	6.8
95-th percentile	10.2
Maximum	12.1
Range	12.1
Interquartile range (IQR)	6.4

Descriptive statistics

Standard deviation	3.6263267
Coefficient of variation (CV)	0.96845914
Kurtosis	-1.0161999
Mean	3.7444292
Median Absolute Deviation (MAD)	2.4
Skewness	0.63987141
Sum	8200.3
Variance	13.150245
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	337	15.4%
0.1	69	3.2%
0.3	63	2.9%
0.2	58	2.6%
0.6	55	2.5%
1	52	2.4%
1.2	51	2.3%
2.2	43	2.0%
0.4	42	1.9%
1.6	42	1.9%
Other values (110)	1378	62.9%

Value	Count	Frequency (%)
0	337	15.4%
0.1	69	3.2%
0.2	58	2.6%
0.3	63	2.9%
0.4	42	1.9%
0.5	30	1.4%
0.6	55	2.5%
0.7	19	0.9%
0.8	5	0.2%
0.9	14	0.6%

Value	Count	Frequency (%)
12.1	1	< 0.1%
12	1	< 0.1%
11.9	2	0.1%
11.8	8	0.4%
11.7	1	< 0.1%
11.5	3	0.1%
11.4	5	0.2%
11.2	7	0.3%
11.1	10	0.5%
11	9	0.4%

winddirection
Real number (ℝ)

High correlation

Distinct	35
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.86315

Minimum	10
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	10
5-th percentile	20
Q1	40
median	70
Q3	200
95-th percentile	230
Maximum	300
Range	290
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	80.002416
Coefficient of variation (CV)	0.76292211
Kurtosis	-1.0718751
Mean	104.86315
Median Absolute Deviation (MAD)	35
Skewness	0.70806298
Sum	229650.3
Variance	6400.3865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
70	273	12.5%
220	241	11.0%
20	238	10.9%
40	230	10.5%
50	199	9.1%
80	178	8.1%
60	152	6.9%
230	142	6.5%
30	70	3.2%
200	58	2.6%
Other values (25)	409	18.7%

Value	Count	Frequency (%)
10	47	2.1%
15	1	< 0.1%
20	238	10.9%
25	3	0.1%
30	70	3.2%
40	230	10.5%
50	199	9.1%
60	152	6.9%
65	1	< 0.1%
70	273	12.5%

Value	Count	Frequency (%)
300	7	0.3%
290	10	0.5%
280	9	0.4%
270	10	0.5%
260	2	0.1%
250.3	1	< 0.1%
250	9	0.4%
240	43	2.0%
230	142	6.5%
220	241	11.0%

windspeed
Real number (ℝ)

Distinct	223
Distinct (%)	10.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.804703

Minimum	4.4
Maximum	59.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	17.2 KiB

Quantile statistics

Minimum	4.4
5-th percentile	9.1
Q1	14.125
median	20.5
Q3	27.9
95-th percentile	39.7
Maximum	59.5
Range	55.1
Interquartile range (IQR)	13.775

Descriptive statistics

Standard deviation	9.8986588
Coefficient of variation (CV)	0.45396897
Kurtosis	0.28531768
Mean	21.804703
Median Absolute Deviation (MAD)	6.7
Skewness	0.7693896
Sum	47752.3
Variance	97.983445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.5	35	1.6%
21.9	33	1.5%
25.1	32	1.5%
20.5	32	1.5%
25	31	1.4%
17.2	29	1.3%
39.5	28	1.3%
9.1	27	1.2%
24.4	27	1.2%
15.3	27	1.2%
Other values (213)	1889	86.3%

Value	Count	Frequency (%)
4.4	1	< 0.1%
4.5	6	0.3%
5.5	2	0.1%
5.7	2	0.1%
5.9	2	0.1%
6.1	3	0.1%
6.6	4	0.2%
6.9	3	0.1%
7.3	3	0.1%
7.4	6	0.3%

Value	Count	Frequency (%)
59.5	4	0.2%
55.5	6	0.3%
52.8	5	0.2%
50.7	4	0.2%
50.6	9	0.4%
48	6	0.3%
46.3	4	0.2%
44.7	8	0.4%
43.8	9	0.4%
43.1	6	0.3%

rainfall
Categorical

High correlation

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.2 KiB

1	1650
0	540

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2190
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

Most occurring characters

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2190	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2190	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2190	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1650	75.3%
0	540	24.7%

	cloud	day	dewpoint	humidity	id	maxtemp	mintemp	pressure	rainfall	sunshine	temparature	winddirection	windspeed
cloud	1.000	-0.115	-0.247	0.603	-0.005	-0.434	-0.381	0.204	0.641	-0.828	-0.409	-0.184	0.252
day	-0.115	1.000	0.104	-0.102	0.153	0.131	0.128	0.017	0.178	0.094	0.127	0.059	0.009
dewpoint	-0.247	0.104	1.000	0.042	0.009	0.902	0.925	-0.832	0.147	0.371	0.922	0.717	-0.306
humidity	0.603	-0.102	0.042	1.000	-0.028	-0.153	-0.092	-0.055	0.494	-0.558	-0.122	0.022	0.083
id	-0.005	0.153	0.009	-0.028	1.000	0.011	0.018	-0.008	0.073	-0.003	0.013	0.002	0.014
maxtemp	-0.434	0.131	0.902	-0.153	0.011	1.000	0.961	-0.813	0.167	0.553	0.982	0.677	-0.351
mintemp	-0.381	0.128	0.925	-0.092	0.018	0.961	1.000	-0.827	0.161	0.490	0.981	0.701	-0.325
pressure	0.204	0.017	-0.832	-0.055	-0.008	-0.813	-0.827	1.000	0.152	-0.326	-0.830	-0.638	0.275
rainfall	0.641	0.178	0.147	0.494	0.073	0.167	0.161	0.152	1.000	0.576	0.169	0.103	0.144
sunshine	-0.828	0.094	0.371	-0.558	-0.003	0.553	0.490	-0.326	0.576	1.000	0.523	0.286	-0.289
temparature	-0.409	0.127	0.922	-0.122	0.013	0.982	0.981	-0.830	0.169	0.523	1.000	0.693	-0.341
winddirection	-0.184	0.059	0.717	0.022	0.002	0.677	0.701	-0.638	0.103	0.286	0.693	1.000	-0.158
windspeed	0.252	0.009	-0.306	0.083	0.014	-0.351	-0.325	0.275	0.144	-0.289	-0.341	-0.158	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	id	day	pressure	maxtemp	temparature	mintemp	dewpoint	humidity	cloud	sunshine	winddirection	windspeed	rainfall
0	0	1	1017.4	21.2	20.6	19.9	19.4	87.0	88.0	1.1	60.0	17.2	1
1	1	2	1019.5	16.2	16.9	15.8	15.4	95.0	91.0	0.0	50.0	21.9	1
2	2	3	1024.1	19.4	16.1	14.6	9.3	75.0	47.0	8.3	70.0	18.1	1
3	3	4	1013.4	18.1	17.8	16.9	16.8	95.0	95.0	0.0	60.0	35.6	1
4	4	5	1021.8	21.3	18.4	15.2	9.6	52.0	45.0	3.6	40.0	24.8	0
5	5	6	1022.7	20.6	18.6	16.5	12.5	79.0	81.0	0.0	20.0	15.7	1
6	6	7	1022.8	19.5	18.4	15.3	11.3	56.0	46.0	7.6	20.0	28.4	0
7	7	8	1019.7	15.8	13.6	12.7	11.8	96.0	100.0	0.0	50.0	52.8	1
8	8	9	1017.4	17.6	16.5	15.6	12.5	86.0	100.0	0.0	50.0	37.5	1
9	9	10	1025.4	16.5	14.4	12.0	8.6	77.0	84.0	1.0	50.0	38.3	0

	id	day	pressure	maxtemp	temparature	mintemp	dewpoint	humidity	cloud	sunshine	winddirection	windspeed	rainfall
2180	2180	356	1017.1	22.3	20.8	19.1	18.9	76.0	78.0	1.5	40.0	14.2	1
2181	2181	357	1021.8	22.9	20.8	19.2	15.5	76.0	49.0	9.3	50.0	35.6	0
2182	2182	358	1022.6	18.5	16.8	15.8	12.1	80.0	88.0	1.3	30.0	24.4	1
2183	2183	359	1016.9	18.4	16.4	15.3	13.6	79.0	84.0	2.4	40.0	38.0	1
2184	2184	360	1015.8	20.9	18.8	17.6	17.7	78.0	88.0	0.0	20.0	30.6	1
2185	2185	361	1014.6	23.2	20.6	19.1	19.9	97.0	88.0	0.1	40.0	22.1	1
2186	2186	362	1012.4	17.2	17.3	16.3	15.3	91.0	88.0	0.0	50.0	35.3	1
2187	2187	363	1013.3	19.0	16.3	14.3	12.6	79.0	79.0	5.0	40.0	32.9	1
2188	2188	364	1022.3	16.4	15.2	13.8	14.7	92.0	93.0	0.1	40.0	18.0	1
2189	2189	365	1013.8	21.2	19.1	18.0	18.0	89.0	88.0	1.0	70.0	48.0	1

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample